report SKILL.md skillB
report from arcticfox2029/chamnan is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add arcticfox2029/chamnan/report@git:20260819.33069c1Pins git:20260819.33069c1 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 16 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- arcticfox2029/chamnan
- Path
skills/report/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260819.33069c1, committed Aug 19, 2026
- Size
- 1,153 bytes
- Repository stars
- 10
- License
- MIT
Show what this workspace has actually done to context cost in this repo — weekly context-per-turn, before and after. Use when the user asks whether chamnan is worth keeping.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Show the effect, honestly ``` chamnan-report ``` ## Reading it out The metric is **context per call** — tokens carried into each API request. That is what a workspace can change. Cost per call is not: it moves when the user switches model, which has nothing to do with this plugin, and quoting it would take credit for something the plugin did not do. `new-read/call` is the sharper number. It counts material entering the context for the first time — files being opened. That is exactly what an index is supposed to make unnecessary. ## What not to say Do not present this as proof. The user's model, tasks, and Claude Code itself all changed over the same weeks. It is an observation on one repository, which is the honest and useful thing about it: it is *their* number, not a figure from someone's README. If there is not enough history on both sides yet, say that plainly and stop. Do not reach for a comparison the data cannot support.
Read the whole file at its exact version.
How to install
mdr add arcticfox2029/chamnan/report@sha256:e6718601d8c6cb92The line at the top of this page pins the label git:20260819.33069c1, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_suwukjomjty3cuu7)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Aug 19, 2026.
Audit of the latest version
- fail: Frontmatter declares a name
- pass: Frontmatter block present
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (1153 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
arcticfox2029/chamnan · 10 stars · license MIT · pushed 2026-10-12 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_suwukjomjty3cuu7 GET https://markdownregistry.com/api/v1/resolve?ref=arcticfox2029/chamnan/report GET https://markdownregistry.com/api/v1/blob/e6718601d8c6cb92daadeb9f2f74007cefda554ebaef439164689d44b24c1ea7
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
More from arcticfox2029/chamnan
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